公开(公告)号：US20210374162A1

公开(公告)日：2021-12-02

申请号：US17230587

申请日：2021-04-14

Applicant: Netflix, Inc.

Inventor： Stanislav Kirdey ,  F. William High

IPC: G06F16/28 ,  G06F16/2458 ,  G06F16/215 ,  G06N3/08

Abstract: The disclosed computer-implemented method may include accessing various portions of data, accessing (or generating) neural embeddings for that data. The neural embeddings may be configured to encode semantic information associated with the accessed data into numeric values. The method may also include applying locality sensitive hashing to the accessed neural embeddings to assign data portions encoded within a specified numerical range to a cluster of related data items, and to assign data portions outside of the specified numerical range to a cluster of unrelated data items. Still further, the method may include performing at least one data management operation on the accessed data according to the clustering resulting from the locality sensitive hashing. Various other methods, systems, and computer-readable media are also disclosed.